Pandas Profiling Report

Dataset info

Number of variables	39
Number of observations	260601
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	77.5 MiB
Average record size in memory	312.0 B

Variables types

Numeric	9
Categorical	8
Boolean	22
Date	0
URL	0
Text (Unique)	0
Rejected	0
Unsupported	0

Warnings

`age` has 26041 (10.0%) zeros	Zeros
`count_families` has 20862 (8.0%) zeros	Zeros
`geo_level_1_id` has 4011 (1.5%) zeros	Zeros

age
Numeric

Distinct count	42
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	26.53502865
Minimum	0
Maximum	995
Zeros (%)	10.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10
Median	15
Q3	30
95-th percentile	60
Maximum	995
Range	995
Interquartile range	20

Descriptive statistics

Standard deviation	73.56593652
Coef of variation	2.772408408
Kurtosis	157.2482363
Mean	26.53502865
MAD	20.89708172
Skewness	12.19249422
Sum	6915055
Variance	5411.947016
Memory size	2.0 MiB

Histogram with fixed size bins (bins=42)

Histogram with variable size bins (bins=[ 0. 2.5 7.5 12.5 17.5 ... 147.5 152.5 182.5 597.5 995. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
10	38896	14.9%
15	36010	13.8%
5	33697	12.9%
20	32182	12.3%
0	26041	10.0%
25	24366	9.3%
30	18028	6.9%
35	10710	4.1%
40	10559	4.1%
50	7257	2.8%
Other values (32)	22855	8.8%

Minimum 5 values

Value	Count	Frequency (%)
0	26041	10.0%
5	33697	12.9%
10	38896	14.9%
15	36010	13.8%
20	32182	12.3%

Maximum 5 values

Value	Count	Frequency (%)
995	1390	0.5%
200	106	< 0.1%
195	2	< 0.1%
190	3	< 0.1%
185	1	< 0.1%

area_percentage
Numeric

Distinct count	84
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	8.018050583
Minimum	1
Maximum	100
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	3
Q1	5
Median	7
Q3	9
95-th percentile	16
Maximum	100
Range	99
Interquartile range	4

Descriptive statistics

Standard deviation	4.392230936
Coef of variation	0.5477928694
Kurtosis	30.43825794
Mean	8.018050583
MAD	2.900532381
Skewness	3.526082314
Sum	2089512
Variance	19.29169259
Memory size	2.0 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 42.5 52.5 68. 88. 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
6	42013	16.1%
7	36752	14.1%
5	32724	12.6%
8	28445	10.9%
9	22199	8.5%
4	19236	7.4%
10	15613	6.0%
11	13907	5.3%
3	11837	4.5%
12	7581	2.9%
Other values (74)	30294	11.6%

Minimum 5 values

Value	Count	Frequency (%)
1	90	< 0.1%
2	3181	1.2%
3	11837	4.5%
4	19236	7.4%
5	32724	12.6%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
96	3	< 0.1%
90	1	< 0.1%
86	5	< 0.1%
85	4	< 0.1%

building_id
Numeric

Distinct count	260601
Unique (%)	100.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	525675.4828
Minimum	4
Maximum	1052934
Zeros (%)	0.0%

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Quantile statistics

Minimum	4
5-th percentile	52114
Q1	261190
Median	525757
Q3	789762
95-th percentile	1000724
Maximum	1052934
Range	1052930
Interquartile range	528572

Descriptive statistics

Standard deviation	304544.999
Coef of variation	0.5793403136
Kurtosis	-1.203878964
Mean	525675.4828
MAD	263884.3022
Skewness	0.001882356737
Sum	1.369915565e+11
Variance	9.274765644e+10
Memory size	2.0 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[4.000000e+00 1.052934e+06], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1052670	1	< 0.1%
847304	1	< 0.1%
368102	1	< 0.1%
729986	1	< 0.1%
900578	1	< 0.1%
896480	1	< 0.1%
808415	1	< 0.1%
812505	1	< 0.1%
290264	1	< 0.1%
269782	1	< 0.1%
Other values (260591)	260591	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
8	1	< 0.1%
12	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1052934	1	< 0.1%
1052931	1	< 0.1%
1052929	1	< 0.1%
1052926	1	< 0.1%
1052921	1	< 0.1%

count_families
Numeric

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.9839486418
Minimum	0
Maximum	9
Zeros (%)	8.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
Median	1
Q3	1
95-th percentile	2
Maximum	9
Range	9
Interquartile range	0

Descriptive statistics

Standard deviation	0.4183889779
Coef of variation	0.425214244
Kurtosis	17.67094319
Mean	0.9839486418
MAD	0.1575368979
Skewness	1.634757873
Sum	256418
Variance	0.1750493368
Memory size	2.0 MiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 5.5 6.5 9. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	226115	86.8%
0	20862	8.0%
2	11294	4.3%
3	1802	0.7%
4	389	0.1%
5	104	< 0.1%
6	22	< 0.1%
7	7	< 0.1%
9	4	< 0.1%
8	2	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	20862	8.0%
1	226115	86.8%
2	11294	4.3%
3	1802	0.7%
4	389	0.1%

Maximum 5 values

Value	Count	Frequency (%)
9	4	< 0.1%
8	2	< 0.1%
7	7	< 0.1%
6	22	< 0.1%
5	104	< 0.1%

count_floors_pre_eq
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.129723217
Minimum	1
Maximum	9
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
Median	2
Q3	2
95-th percentile	3
Maximum	9
Range	8
Interquartile range	0

Descriptive statistics

Standard deviation	0.7276645453
Coef of variation	0.3416709456
Kurtosis	2.322597881
Mean	2.129723217
MAD	0.5065581174
Skewness	0.8341129586
Sum	555008
Variance	0.5294956905
Memory size	2.0 MiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[1. 1.5 2.5 3.5 4.5 5.5 6.5 7.5 9. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2	156623	60.1%
3	55617	21.3%
1	40441	15.5%
4	5424	2.1%
5	2246	0.9%
6	209	0.1%
7	39	< 0.1%
9	1	< 0.1%
8	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
1	40441	15.5%
2	156623	60.1%
3	55617	21.3%
4	5424	2.1%
5	2246	0.9%

Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
8	1	< 0.1%
7	39	< 0.1%
6	209	0.1%
5	2246	0.9%

foundation_type
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

r	219196
w	15118
u	14260
Other values (2)	12027

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Common values
Composition

Value	Count	Frequency (%)
r	219196	84.1%
w	15118	5.8%
u	14260	5.5%
i	10579	4.1%
h	1448	0.6%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

geo_level_1_id
Numeric

Distinct count	31
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	13.90035341
Minimum	0
Maximum	30
Zeros (%)	1.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	3
Q1	7
Median	12
Q3	21
95-th percentile	27
Maximum	30
Range	30
Interquartile range	14

Descriptive statistics

Standard deviation	8.033616625
Coef of variation	0.5779433361
Kurtosis	-1.213248785
Mean	13.90035341
MAD	7.155549433
Skewness	0.2725303548
Sum	3622446
Variance	64.53899608
Memory size	2.0 MiB

Histogram with fixed size bins (bins=31)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 26.5 27.5 28.5 29.5 30. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
6	24381	9.4%
26	22615	8.7%
10	22079	8.5%
17	21813	8.4%
8	19080	7.3%
7	18994	7.3%
20	17216	6.6%
21	14889	5.7%
4	14568	5.6%
27	12532	4.8%
Other values (21)	72434	27.8%

Minimum 5 values

Value	Count	Frequency (%)
0	4011	1.5%
1	2701	1.0%
2	931	0.4%
3	7540	2.9%
4	14568	5.6%

Maximum 5 values

Value	Count	Frequency (%)
30	2686	1.0%
29	396	0.2%
28	265	0.1%
27	12532	4.8%
26	22615	8.7%

geo_level_2_id
Numeric

Distinct count	1414
Unique (%)	0.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	701.0746851
Minimum	0
Maximum	1427
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	69
Q1	350
Median	702
Q3	1050
95-th percentile	1377
Maximum	1427
Range	1427
Interquartile range	700

Descriptive statistics

Standard deviation	412.7107336
Coef of variation	0.5886829782
Kurtosis	-1.188232475
Mean	701.0746851
MAD	356.8650368
Skewness	0.02895738139
Sum	182700764
Variance	170330.1496
Memory size	2.0 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 2.0000e+00 3.5000e+00 4.5000e+00 ... 1.4225e+03 1.4245e+03 1.4255e+03 1.4265e+03 1.4270e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
39	4038	1.5%
158	2520	1.0%
181	2080	0.8%
1387	2040	0.8%
157	1897	0.7%
363	1760	0.7%
463	1740	0.7%
673	1704	0.7%
533	1684	0.6%
883	1626	0.6%
Other values (1404)	239512	91.9%

Minimum 5 values

Value	Count	Frequency (%)
0	38	< 0.1%
1	204	0.1%
3	77	< 0.1%
4	315	0.1%
5	25	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1427	6	< 0.1%
1426	286	0.1%
1425	466	0.2%
1424	7	< 0.1%
1423	3	< 0.1%

geo_level_3_id
Numeric

Distinct count	11595
Unique (%)	4.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	6257.876148
Minimum	0
Maximum	12567
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	611
Q1	3073
Median	6270
Q3	9412
95-th percentile	11927
Maximum	12567
Range	12567
Interquartile range	6339

Descriptive statistics

Standard deviation	3646.369645
Coef of variation	0.5826848532
Kurtosis	-1.213896506
Mean	6257.876148
MAD	3166.007145
Skewness	0.0003935120899
Sum	1630808782
Variance	13296011.59
Memory size	2.0 MiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.00000e+00 7.50000e+00 8.50000e+00 1.05000e+01 1.15000e+01 ... 1.25495e+04 1.25565e+04 1.25575e+04 1.25635e+04 1.25670e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
633	651	0.2%
9133	647	0.2%
621	530	0.2%
11246	470	0.2%
2005	466	0.2%
11440	455	0.2%
7723	443	0.2%
9229	381	0.1%
2452	349	0.1%
12258	312	0.1%
Other values (11585)	255897	98.2%

Minimum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	6	< 0.1%
3	9	< 0.1%
5	14	< 0.1%
6	21	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
12567	1	< 0.1%
12565	7	< 0.1%
12564	6	< 0.1%
12563	24	< 0.1%
12562	3	< 0.1%

ground_floor_type
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

f	209619
x	24877
v	24593
Other values (2)	1512

Toggle details

Common values
Composition

Value	Count	Frequency (%)
f	209619	80.4%
x	24877	9.5%
v	24593	9.4%
z	1004	0.4%
m	508	0.2%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

has_secondary_use
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	231445
1	29156

Toggle details

Value	Count	Frequency (%)
0	231445	88.8%
1	29156	11.2%

has_secondary_use_agriculture
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	243824
1	16777

Toggle details

Value	Count	Frequency (%)
0	243824	93.6%
1	16777	6.4%

has_secondary_use_gov_office
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	260563
1	38

Toggle details

Value	Count	Frequency (%)
0	260563	> 99.9%
1	38	< 0.1%

has_secondary_use_health_post
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	260552
1	49

Toggle details

Value	Count	Frequency (%)
0	260552	> 99.9%
1	49	< 0.1%

has_secondary_use_hotel
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	251838
1	8763

Toggle details

Value	Count	Frequency (%)
0	251838	96.6%
1	8763	3.4%

has_secondary_use_industry
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	260322
1	279

Toggle details

Value	Count	Frequency (%)
0	260322	99.9%
1	279	0.1%

has_secondary_use_institution
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	260356
1	245

Toggle details

Value	Count	Frequency (%)
0	260356	99.9%
1	245	0.1%

has_secondary_use_other
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	259267
1	1334

Toggle details

Value	Count	Frequency (%)
0	259267	99.5%
1	1334	0.5%

has_secondary_use_rental
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	258490
1	2111

Toggle details

Value	Count	Frequency (%)
0	258490	99.2%
1	2111	0.8%

has_secondary_use_school
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	260507
1	94

Toggle details

Value	Count	Frequency (%)
0	260507	> 99.9%
1	94	< 0.1%

has_secondary_use_use_police
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	260578
1	23

Toggle details

Value	Count	Frequency (%)
0	260578	> 99.9%
1	23	< 0.1%

has_superstructure_adobe_mud
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	237500
1	23101

Toggle details

Value	Count	Frequency (%)
0	237500	91.1%
1	23101	8.9%

has_superstructure_bamboo
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	238447
1	22154

Toggle details

Value	Count	Frequency (%)
0	238447	91.5%
1	22154	8.5%

has_superstructure_cement_mortar_brick
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	240986
1	19615

Toggle details

Value	Count	Frequency (%)
0	240986	92.5%
1	19615	7.5%

has_superstructure_cement_mortar_stone
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	255849
1	4752

Toggle details

Value	Count	Frequency (%)
0	255849	98.2%
1	4752	1.8%

has_superstructure_mud_mortar_brick
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	242840
1	17761

Toggle details

Value	Count	Frequency (%)
0	242840	93.2%
1	17761	6.8%

has_superstructure_mud_mortar_stone
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

1	198561
0	62040

Toggle details

Value	Count	Frequency (%)
1	198561	76.2%
0	62040	23.8%

has_superstructure_other
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	256696
1	3905

Toggle details

Value	Count	Frequency (%)
0	256696	98.5%
1	3905	1.5%

has_superstructure_rc_engineered
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	256468
1	4133

Toggle details

Value	Count	Frequency (%)
0	256468	98.4%
1	4133	1.6%

has_superstructure_rc_non_engineered
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	249502
1	11099

Toggle details

Value	Count	Frequency (%)
0	249502	95.7%
1	11099	4.3%

has_superstructure_stone_flag
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	251654
1	8947

Toggle details

Value	Count	Frequency (%)
0	251654	96.6%
1	8947	3.4%

has_superstructure_timber
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	194151
1	66450

Toggle details

Value	Count	Frequency (%)
0	194151	74.5%
1	66450	25.5%

height_percentage
Numeric

Distinct count	27
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.434365179
Minimum	2
Maximum	32
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	2
5-th percentile	3
Q1	4
Median	5
Q3	6
95-th percentile	9
Maximum	32
Range	30
Interquartile range	2

Descriptive statistics

Standard deviation	1.918418221
Coef of variation	0.3530160667
Kurtosis	14.31852616
Mean	5.434365179
MAD	1.407629522
Skewness	1.808261757
Sum	1416201
Variance	3.68032847
Memory size	2.0 MiB

Histogram with fixed size bins (bins=27)

Histogram with variable size bins (bins=[ 2. 2.5 3.5 4.5 5.5 ... 19.5 20.5 25.5 31.5 32. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5	78513	30.1%
6	46477	17.8%
4	37763	14.5%
7	35465	13.6%
3	25957	10.0%
8	13902	5.3%
2	9305	3.6%
9	5376	2.1%
10	4492	1.7%
11	917	0.4%
Other values (17)	2434	0.9%

Minimum 5 values

Value	Count	Frequency (%)
2	9305	3.6%
3	25957	10.0%
4	37763	14.5%
5	78513	30.1%
6	46477	17.8%

Maximum 5 values

Value	Count	Frequency (%)
32	75	< 0.1%
31	1	< 0.1%
28	2	< 0.1%
26	2	< 0.1%
25	3	< 0.1%

land_surface_condition
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

t	216757
n	35528
o	8316

Toggle details

Common values
Composition

Value	Count	Frequency (%)
t	216757	83.2%
n	35528	13.6%
o	8316	3.2%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

legal_ownership_status
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

v	250939
a	5512
w	2677

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Common values
Composition

Value	Count	Frequency (%)
v	250939	96.3%
a	5512	2.1%
w	2677	1.0%
r	1473	0.6%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

other_floor_type
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

q	165282
x	43448
j	39843

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Common values
Composition

Value	Count	Frequency (%)
q	165282	63.4%
x	43448	16.7%
j	39843	15.3%
s	12028	4.6%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

plan_configuration
Categorical

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

d	250072
q	5692
u	3649
Other values (7)	1188

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Common values
Composition

Value	Count	Frequency (%)
d	250072	96.0%
q	5692	2.2%
u	3649	1.4%
s	346	0.1%
c	325	0.1%
a	252	0.1%
o	159	0.1%
m	46	< 0.1%
n	38	< 0.1%
f	22	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

position
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

s	202090
t	42896
j	13282

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Common values
Composition

Value	Count	Frequency (%)
s	202090	77.5%
t	42896	16.5%
j	13282	5.1%
o	2333	0.9%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

roof_type
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

n	182842
q	61576
x	16183

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Common values
Composition

Value	Count	Frequency (%)
n	182842	70.2%
q	61576	23.6%
x	16183	6.2%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

Count
Matrix

First rows

	age	area_percentage	building_id	count_families	count_floors_pre_eq	foundation_type	geo_level_1_id	geo_level_2_id	geo_level_3_id	ground_floor_type	has_secondary_use	has_secondary_use_agriculture	has_superstructure_adobe_mud	has_superstructure_bamboo	has_superstructure_cement_mortar_brick	has_superstructure_mud_mortar_stone	has_superstructure_timber	height_percentage	land_surface_condition	legal_ownership_status	other_floor_type	plan_configuration	position	roof_type
0	30	6	802906	1	2	r	6	487	12198	f	0	0	1	0	0	1	0	5	t	v	q	d	t	n
1	10	8	28830	1	2	r	8	900	2812	x	0	0	0	0	0	1	0	7	o	v	q	d	s	n
2	10	5	94947	1	2	r	21	363	8973	f	0	0	0	0	0	1	0	5	t	v	x	d	t	n
3	10	6	590882	1	2	r	22	418	10694	f	0	0	0	1	0	1	1	5	t	v	x	d	s	n
4	30	8	201944	1	3	r	11	131	1488	f	0	0	1	0	0	0	0	9	t	v	x	d	s	n
5	10	9	333020	1	2	r	8	558	6089	f	1	1	0	0	0	1	0	5	t	v	q	d	s	n
6	25	3	728451	1	2	r	9	475	12066	x	0	0	0	0	0	1	0	4	n	v	q	d	s	n
7	0	8	475515	1	2	w	20	323	12236	v	0	0	0	0	1	0	1	6	t	v	x	u	s	q
8	15	8	441126	1	2	r	0	757	7219	f	0	0	0	0	0	1	1	6	t	v	q	d	s	q
9	0	13	989500	1	1	i	26	886	994	v	0	0	0	0	1	0	0	4	t	v	j	d	s	n

Last rows

	age	area_percentage	building_id	count_families	count_floors_pre_eq	foundation_type	geo_level_1_id	geo_level_2_id	geo_level_3_id	ground_floor_type	has_secondary_use	has_secondary_use_agriculture	has_superstructure_cement_mortar_brick	has_superstructure_mud_mortar_brick	has_superstructure_mud_mortar_stone	has_superstructure_timber	height_percentage	land_surface_condition	legal_ownership_status	other_floor_type	plan_configuration	position	roof_type
260591	25	5	560805	1	1	r	20	368	5980	f	1	1	0	0	1	0	3	n	v	j	d	s	n
260592	25	5	207683	1	2	r	10	1382	1903	f	0	0	0	0	1	1	5	t	v	q	d	s	n
260593	5	13	226421	1	2	r	8	767	8613	f	1	1	0	0	1	0	5	t	v	q	d	s	n
260594	0	13	159555	1	6	r	27	181	1537	f	0	0	0	1	0	0	12	t	v	x	d	j	n
260595	20	8	827012	1	2	r	8	268	4718	f	0	0	0	0	1	0	5	t	v	q	d	s	n
260596	55	6	688636	1	1	r	25	1335	1621	f	0	0	0	0	1	0	3	n	v	j	q	s	n
260597	0	6	669485	1	2	r	17	715	2060	f	0	0	0	0	1	0	5	t	v	q	d	s	n
260598	55	6	602512	1	3	r	17	51	8163	f	0	0	0	0	1	0	7	t	v	q	d	s	q
260599	10	14	151409	1	2	r	26	39	1851	v	0	0	1	0	0	0	6	t	v	s	d	j	x
260600	10	7	747594	3	3	r	21	9	9101	f	0	0	0	0	1	0	6	n	v	q	d	j	n

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows